Data science is the most promising field in near future, with the advancement of technology and statistical models in recent times, a new data wave is knocking at our doors for a complete revolution. It relates to an interdisciplinary field of study that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from many structural and unstructured data. As diverse does this field sounds, its team also has to be diverse enough to carry out tasks efficiently! To understand this in a better way let’s follow the pipeline for a data science project.

The most important aspect of this job is to **_Understand the Business Problem _**at the beginning, in the meeting with clients, a data science professional asks relevant questions, understands and defines objectives for the problem that needs to be tackled. Asking various questions in order to understand the project. in a better way is one of the many traits of a good data scientist. Now they care up for Data Acquisition to gather and scrape data from multiple sources like web servers, logs, databases, APIs and online repositories and finding the right data takes both time and effort.

#machine-learning #data-science #team-building #data-analysis #data-engineering